Things that concern Dr. Vardeman: Testing

Charles F Vardeman II

2023-08-07

Real World Machine Learning “Pipelines”

Twitter: Andrej Karpathy

Real World Machine Learning “Data Engine”

Twitter: Andrej Karpathy

What is “Testing” for AI vs Traditional Software Testing

Learn More: Effective testing for machine learning systems

Youtube Discussion: MLOps Chat: How Should We Test ML Models? with Data Scientist Jeremy Jordan

Testing “Software 1.0” vs “Software 2.0”

Learn More: Effective testing for machine learning systems

“Beyond Accuracy: Behavioral Testing of NLP Models with CheckList”

Learn More: Beyond Accuracy: Behavioral Testing of NLP Models with CheckList

Examples of “real world” testing

Learn More: Microsoft Recommenders GitHub

Examples of “real world” testing as a starting point

Learn More: Microsoft Recommenders GitHub

Examples of “real world” testing as a starting point

Learn More: Microsoft Recommenders GitHub

ChatGPT Behavior Drift?

Learn More: How is ChatGPT’s behavior changing over time?

ChatGPT Behavior Drift?

Learn More: How is ChatGPT’s behavior changing over time?